Introduction to multivariate statistical analysis in chemometrics
نام عام مواد
[Book]
نام نخستين پديدآور
/ Kurt Varmuza, Peter Filzmoser
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Boca Raton
نام ناشر، پخش کننده و غيره
: CRC Press,
تاریخ نشرو بخش و غیره
, c2009.
مشخصات ظاهری
نام خاص و کميت اثر
xiii, 321 p. , ill. , 25 cm.
یادداشتهای مربوط به نشر، بخش و غیره
متن يادداشت
Electronic
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index.
یادداشتهای مربوط به مندرجات
متن يادداشت
"Using formal descriptions, graphical illustrations, practical examples, and R software tools, Introduction to Multivariate Statistical Analysis in Chemometrics presents simple yet thorough explanations of the most important multivariate statistical methods for analyzing chemical data. It includes discussions of various statistical methods, such as principal component analysis, regression analysis, classification methods, and clustering." "Written by a chemometrician and a statistician, the book reflects both the practical approach of chemometrics and the more formally oriented one of statistics. To enable a better understanding of the statistical methods, the authors apply them to real data examples from chemistry. They also examine results of the different methods, comparing traditional approaches with their robust counterparts. In addition, the authors use the freely available R package to implement methods, encouraging readers to go through the examples and adapt the procedures to their own problems."--BOOK JACKET.
متن يادداشت
Multivariate data -- Principal component analysis -- Calibration -- Classification -- Cluster analysis -- Preprocessing -- Appendix 1 : Symbols and abbreviations -- Appendix 2 : Matrix algebra -- Appendix 3 : Introduction to R.
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Chemometrics
موضوع مستند نشده
Multivariate analysis
رده بندی کنگره
شماره رده
E-BOOK
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )